@article{negativecontrolsrevealvolumedrivenconfou, title = {Negative controls reveal volume-driven confounding in radiomics and imaging foundation model features}, author = {Katy L. Scott and Sejin Kim and Joshua Siraj and Caryn Geady and Matthew Boccalon and Mattea Welch and Mogtaba Alim and Andrew J. Hope and Benjamin Haibe-Kains}, year = {2026}, eprint = {2607.28423}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.28423}, }